Complete search bot to assist in playing the word-guessing game Semantle.
To download the datasets, run ./setup.py. Note that it will download ~1.6 GB of data and could take several minutes depending on your internet speed. This will create the files word2vec.model, word2vec.model.vectors.npy, and english-words.txt.
To run the bot, run ./main.py and follow the prompts. Note that the initial complete search will probably take around 10 minutes to retrieve word vectors from the file. Subsequent complete searches will be quicker.
- My explanatory YouTube video: https://youtu.be/EHZYiuxGSX8
- List of English words from https://github.com/dwyl/english-words
- Google Word2Vec dataset from https://code.google.com/archive/p/word2vec